zjysteven / lmms-finetune
A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision, llama-3.2-vision, qwen-vl, qwen2-vl, phi3-v etc.
☆246Updated 2 weeks ago
Alternatives and similar repositories for lmms-finetune:
Users that are interested in lmms-finetune are comparing it to the libraries listed below
- ☆320Updated last week
- OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text☆309Updated 3 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆265Updated 5 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆255Updated 7 months ago
- LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer☆366Updated last month
- Long Context Transfer from Language to Vision☆360Updated 3 months ago
- RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness☆294Updated 2 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆183Updated 5 months ago
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]☆199Updated this week
- ✨✨Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis☆461Updated 2 months ago
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆364Updated last month
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆237Updated last month
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆374Updated last month
- [CVPR 2024] TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding☆336Updated 3 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆311Updated 5 months ago
- An open-source implementaion for fine-tuning Qwen2-VL and Qwen2.5-VL series by Alibaba Cloud.☆305Updated this week
- A Framework of Small-scale Large Multimodal Models☆745Updated 3 weeks ago
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]☆142Updated last week
- ☆308Updated last year
- [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant☆229Updated 6 months ago
- This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for E…☆391Updated last month
- SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models☆202Updated 5 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆344Updated last year
- EVE Series: Encoder-Free Vision-Language Models from BAAI☆295Updated last week
- Paper collections of multi-modal LLM for Math/STEM/Code.☆73Updated last week
- The official CLIP training codebase of Inf-CL: "Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss". A su…☆223Updated last month
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆328Updated last month
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆126Updated 4 months ago